Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 140 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 28.8 KiB |
| Average record size in memory | 210.5 B |
Variable types
| NUM | 17 |
|---|---|
| CAT | 1 |
Reproduction
| Analysis started | 2020-02-17 20:52:50.978069 |
|---|---|
| Analysis finished | 2020-02-17 20:53:40.456245 |
| Version | pandas-profiling v2.5.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
Neighbourhood has a high cardinality: 140 distinct values | High cardinality |
11|Youth (15-24 years) is highly correlated with 3|Population, 2016 | High Correlation |
3|Population, 2016 is highly correlated with 11|Youth (15-24 years) and 4 other fields | High Correlation |
12|Working Age (25-54 years) is highly correlated with 3|Population, 2016 and 4 other fields | High Correlation |
13|Pre-retirement (55-64 years) is highly correlated with 3|Population, 2016 and 1 other fields | High Correlation |
14|Seniors (65+ years) is highly correlated with 13|Pre-retirement (55-64 years) | High Correlation |
1055|Total - Household after-tax income groups in 2015 for private households - 100% data is highly correlated with 3|Population, 2016 and 5 other fields | High Correlation |
1973|Total - Commuting duration for the employed labour force aged 15 years and over in private households with a usual place of work or no fixed workplace address - 25% sample data is highly correlated with 3|Population, 2016 and 4 other fields | High Correlation |
1974| Less than 15 minutes is highly correlated with 1055|Total - Household after-tax income groups in 2015 for private households - 100% data and 1 other fields | High Correlation |
1975| 15 to 29 minutes is highly correlated with 12|Working Age (25-54 years) and 3 other fields | High Correlation |
1976| 30 to 44 minutes is highly correlated with 12|Working Age (25-54 years) and 2 other fields | High Correlation |
| Distinct count | 140 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 KiB |
| Woodbine Corridor | 1 |
|---|---|
| Roncesvalles | 1 |
| Bedford Park-Nortown | 1 |
| Regent Park | 1 |
| Weston-Pelham Park | 1 |
| Other values (135) |
| Value | Count | Frequency (%) | |
| Woodbine Corridor | 1 | 0.7% | |
| Roncesvalles | 1 | 0.7% | |
| Bedford Park-Nortown | 1 | 0.7% | |
| Regent Park | 1 | 0.7% | |
| Weston-Pelham Park | 1 | 0.7% | |
| Woburn | 1 | 0.7% | |
| Markland Wood | 1 | 0.7% | |
| Willowridge-Martingrove-Richview | 1 | 0.7% | |
| Thorncliffe Park | 1 | 0.7% | |
| Princess-Rosethorn | 1 | 0.7% | |
| Other values (130) | 130 | 92.9% |
Length
| Max length | 35 |
|---|---|
| Mean length | 16.61428571 |
| Min length | 5 |
| Value | Count | Frequency (%) | |
| Uppercase_Letter | 24 | 44.4% | |
| Lowercase_Letter | 23 | 42.6% | |
| Other_Punctuation | 3 | 5.6% | |
| Close_Punctuation | 1 | 1.9% | |
| Space_Separator | 1 | 1.9% | |
| Dash_Punctuation | 1 | 1.9% | |
| Open_Punctuation | 1 | 1.9% |
| Value | Count | Frequency (%) | |
| Latin | 47 | 87.0% | |
| Common | 7 | 13.0% |
| Value | Count | Frequency (%) | |
| ASCII | 54 | 100.0% |
| Distinct count | 140 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 70.5 |
|---|---|
| Minimum | 1 |
| Maximum | 140 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 7.95 |
| Q1 | 35.75 |
| median | 70.5 |
| Q3 | 105.25 |
| 95-th percentile | 133.05 |
| Maximum | 140 |
| Range | 139 |
| Interquartile range (IQR) | 69.5 |
Descriptive statistics
| Standard deviation | 40.55859958 |
|---|---|
| Coefficient of variation (CV) | 0.5752992848 |
| Kurtosis | -1.2 |
| Mean | 70.5 |
| Median Absolute Deviation (MAD) | 35 |
| Skewness | 0 |
| Sum | 9870 |
| Variance | 1645 |
| Value | Count | Frequency (%) | |
| 140 | 1 | 0.7% | |
| 44 | 1 | 0.7% | |
| 50 | 1 | 0.7% | |
| 49 | 1 | 0.7% | |
| 48 | 1 | 0.7% | |
| 47 | 1 | 0.7% | |
| 46 | 1 | 0.7% | |
| 45 | 1 | 0.7% | |
| 43 | 1 | 0.7% | |
| 52 | 1 | 0.7% | |
| Other values (130) | 130 | 92.9% |
| Value | Count | Frequency (%) | |
| 1 | 1 | 0.7% | |
| 2 | 1 | 0.7% | |
| 3 | 1 | 0.7% | |
| 4 | 1 | 0.7% | |
| 5 | 1 | 0.7% |
| Value | Count | Frequency (%) | |
| 140 | 1 | 0.7% | |
| 139 | 1 | 0.7% | |
| 138 | 1 | 0.7% | |
| 137 | 1 | 0.7% | |
| 136 | 1 | 0.7% |
| Distinct count | 140 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19511.22143 |
|---|---|
| Minimum | 6577 |
| Maximum | 65913 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 6577 |
|---|---|
| 5-th percentile | 9264.35 |
| Q1 | 12019.5 |
| median | 16749.5 |
| Q3 | 23854.5 |
| 95-th percentile | 36983.45 |
| Maximum | 65913 |
| Range | 59336 |
| Interquartile range (IQR) | 11835 |
Descriptive statistics
| Standard deviation | 10033.58922 |
|---|---|
| Coefficient of variation (CV) | 0.5142471095 |
| Kurtosis | 3.808172145 |
| Mean | 19511.22143 |
| Median Absolute Deviation (MAD) | 7593.983163 |
| Skewness | 1.667986755 |
| Sum | 2731571 |
| Variance | 100672912.7 |
| Value | Count | Frequency (%) | |
| 26572 | 1 | 0.7% | |
| 21567 | 1 | 0.7% | |
| 14417 | 1 | 0.7% | |
| 15179 | 1 | 0.7% | |
| 10732 | 1 | 0.7% | |
| 11848 | 1 | 0.7% | |
| 15683 | 1 | 0.7% | |
| 26984 | 1 | 0.7% | |
| 30526 | 1 | 0.7% | |
| 46496 | 1 | 0.7% | |
| Other values (130) | 130 | 92.9% |
| Value | Count | Frequency (%) | |
| 6577 | 1 | 0.7% | |
| 7607 | 1 | 0.7% | |
| 7727 | 1 | 0.7% | |
| 7804 | 1 | 0.7% | |
| 7865 | 1 | 0.7% |
| Value | Count | Frequency (%) | |
| 65913 | 1 | 0.7% | |
| 53485 | 1 | 0.7% | |
| 50434 | 1 | 0.7% | |
| 46496 | 1 | 0.7% | |
| 43993 | 1 | 0.7% |
9|Land area in square kilometres
Real number (ℝ≥0)
| Distinct count | 127 |
|---|---|
| Unique (%) | 90.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.501714286 |
|---|---|
| Minimum | 0.42 |
| Maximum | 36.89 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 0.42 |
|---|---|
| 5-th percentile | 1.17 |
| Q1 | 1.8525 |
| median | 3.275 |
| Q3 | 5.3825 |
| 95-th percentile | 9.9935 |
| Maximum | 36.89 |
| Range | 36.47 |
| Interquartile range (IQR) | 3.53 |
Descriptive statistics
| Standard deviation | 4.544665138 |
|---|---|
| Coefficient of variation (CV) | 1.009540999 |
| Kurtosis | 24.41673535 |
| Mean | 4.501714286 |
| Median Absolute Deviation (MAD) | 2.694963265 |
| Skewness | 4.196053368 |
| Sum | 630.24 |
| Variance | 20.65398121 |
| Value | Count | Frequency (%) | |
| 1.59 | 2 | 1.4% | |
| 3.46 | 2 | 1.4% | |
| 1.83 | 2 | 1.4% | |
| 5.2 | 2 | 1.4% | |
| 1.52 | 2 | 1.4% | |
| 1.68 | 2 | 1.4% | |
| 7.83 | 2 | 1.4% | |
| 4.7 | 2 | 1.4% | |
| 1.17 | 2 | 1.4% | |
| 3.1 | 2 | 1.4% | |
| Other values (117) | 120 | 85.7% |
| Value | Count | Frequency (%) | |
| 0.42 | 1 | 0.7% | |
| 0.64 | 1 | 0.7% | |
| 0.9 | 1 | 0.7% | |
| 0.95 | 1 | 0.7% | |
| 1.01 | 1 | 0.7% |
| Value | Count | Frequency (%) | |
| 36.89 | 1 | 0.7% | |
| 29.81 | 1 | 0.7% | |
| 16.21 | 1 | 0.7% | |
| 15 | 1 | 0.7% | |
| 13.23 | 1 | 0.7% |
10|Children (0-14 years)
Real number (ℝ≥0)
| Distinct count | 129 |
|---|---|
| Unique (%) | 92.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2843.964286 |
|---|---|
| Minimum | 565 |
| Maximum | 9625 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 565 |
|---|---|
| 5-th percentile | 1257.5 |
| Q1 | 1695 |
| median | 2405 |
| Q3 | 3567.5 |
| 95-th percentile | 5821 |
| Maximum | 9625 |
| Range | 9060 |
| Interquartile range (IQR) | 1872.5 |
Descriptive statistics
| Standard deviation | 1546.225445 |
|---|---|
| Coefficient of variation (CV) | 0.5436866606 |
| Kurtosis | 3.090127023 |
| Mean | 2843.964286 |
| Median Absolute Deviation (MAD) | 1177.286735 |
| Skewness | 1.5336706 |
| Sum | 398155 |
| Variance | 2390813.128 |
| Value | Count | Frequency (%) | |
| 1695 | 3 | 2.1% | |
| 2050 | 2 | 1.4% | |
| 1470 | 2 | 1.4% | |
| 1610 | 2 | 1.4% | |
| 3505 | 2 | 1.4% | |
| 2115 | 2 | 1.4% | |
| 1960 | 2 | 1.4% | |
| 2325 | 2 | 1.4% | |
| 1675 | 2 | 1.4% | |
| 1745 | 2 | 1.4% | |
| Other values (119) | 119 | 85.0% |
| Value | Count | Frequency (%) | |
| 565 | 1 | 0.7% | |
| 800 | 1 | 0.7% | |
| 1120 | 1 | 0.7% | |
| 1150 | 1 | 0.7% | |
| 1165 | 1 | 0.7% |
| Value | Count | Frequency (%) | |
| 9625 | 1 | 0.7% | |
| 7960 | 1 | 0.7% | |
| 7910 | 1 | 0.7% | |
| 7090 | 1 | 0.7% | |
| 6120 | 1 | 0.7% |
| Distinct count | 130 |
|---|---|
| Unique (%) | 92.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2430.928571 |
|---|---|
| Minimum | 675 |
| Maximum | 7840 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 675 |
|---|---|
| 5-th percentile | 920 |
| Q1 | 1428.75 |
| median | 2100 |
| Q3 | 3022.5 |
| 95-th percentile | 5459.25 |
| Maximum | 7840 |
| Range | 7165 |
| Interquartile range (IQR) | 1593.75 |
Descriptive statistics
| Standard deviation | 1457.994778 |
|---|---|
| Coefficient of variation (CV) | 0.5997686624 |
| Kurtosis | 2.98582713 |
| Mean | 2430.928571 |
| Median Absolute Deviation (MAD) | 1056.265306 |
| Skewness | 1.697447082 |
| Sum | 340330 |
| Variance | 2125748.772 |
| Value | Count | Frequency (%) | |
| 2175 | 2 | 1.4% | |
| 1305 | 2 | 1.4% | |
| 1355 | 2 | 1.4% | |
| 1465 | 2 | 1.4% | |
| 920 | 2 | 1.4% | |
| 1065 | 2 | 1.4% | |
| 2275 | 2 | 1.4% | |
| 2225 | 2 | 1.4% | |
| 2185 | 2 | 1.4% | |
| 1035 | 2 | 1.4% | |
| Other values (120) | 120 | 85.7% |
| Value | Count | Frequency (%) | |
| 675 | 1 | 0.7% | |
| 735 | 1 | 0.7% | |
| 855 | 1 | 0.7% | |
| 885 | 1 | 0.7% | |
| 905 | 1 | 0.7% |
| Value | Count | Frequency (%) | |
| 7840 | 1 | 0.7% | |
| 7660 | 1 | 0.7% | |
| 6940 | 1 | 0.7% | |
| 6860 | 1 | 0.7% | |
| 6700 | 1 | 0.7% |
| Distinct count | 136 |
|---|---|
| Unique (%) | 97.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8783.678571 |
|---|---|
| Minimum | 2750 |
| Maximum | 45105 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 2750 |
|---|---|
| 5-th percentile | 3604.75 |
| Q1 | 5465 |
| median | 7475 |
| Q3 | 10588.75 |
| 95-th percentile | 18523.5 |
| Maximum | 45105 |
| Range | 42355 |
| Interquartile range (IQR) | 5123.75 |
Descriptive statistics
| Standard deviation | 5423.203831 |
|---|---|
| Coefficient of variation (CV) | 0.6174182931 |
| Kurtosis | 14.33383694 |
| Mean | 8783.678571 |
| Median Absolute Deviation (MAD) | 3669.62449 |
| Skewness | 2.898162335 |
| Sum | 1229715 |
| Variance | 29411139.79 |
| Value | Count | Frequency (%) | |
| 6050 | 2 | 1.4% | |
| 5860 | 2 | 1.4% | |
| 3790 | 2 | 1.4% | |
| 7470 | 2 | 1.4% | |
| 6655 | 1 | 0.7% | |
| 11860 | 1 | 0.7% | |
| 7005 | 1 | 0.7% | |
| 18780 | 1 | 0.7% | |
| 3615 | 1 | 0.7% | |
| 19790 | 1 | 0.7% | |
| Other values (126) | 126 | 90.0% |
| Value | Count | Frequency (%) | |
| 2750 | 1 | 0.7% | |
| 3090 | 1 | 0.7% | |
| 3245 | 1 | 0.7% | |
| 3310 | 1 | 0.7% | |
| 3370 | 1 | 0.7% |
| Value | Count | Frequency (%) | |
| 45105 | 1 | 0.7% | |
| 25850 | 1 | 0.7% | |
| 23320 | 1 | 0.7% | |
| 21945 | 1 | 0.7% | |
| 20640 | 1 | 0.7% |
| Distinct count | 124 |
|---|---|
| Unique (%) | 88.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2404.464286 |
|---|---|
| Minimum | 650 |
| Maximum | 6690 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 650 |
|---|---|
| 5-th percentile | 1148.25 |
| Q1 | 1591.25 |
| median | 2025 |
| Q3 | 3078.75 |
| 95-th percentile | 4623 |
| Maximum | 6690 |
| Range | 6040 |
| Interquartile range (IQR) | 1487.5 |
Descriptive statistics
| Standard deviation | 1161.127227 |
|---|---|
| Coefficient of variation (CV) | 0.482904751 |
| Kurtosis | 1.833031126 |
| Mean | 2404.464286 |
| Median Absolute Deviation (MAD) | 904.5790816 |
| Skewness | 1.321336415 |
| Sum | 336625 |
| Variance | 1348216.438 |
| Value | Count | Frequency (%) | |
| 1760 | 3 | 2.1% | |
| 2020 | 3 | 2.1% | |
| 1750 | 2 | 1.4% | |
| 2430 | 2 | 1.4% | |
| 1435 | 2 | 1.4% | |
| 1725 | 2 | 1.4% | |
| 1825 | 2 | 1.4% | |
| 1625 | 2 | 1.4% | |
| 3030 | 2 | 1.4% | |
| 1325 | 2 | 1.4% | |
| Other values (114) | 118 | 84.3% |
| Value | Count | Frequency (%) | |
| 650 | 1 | 0.7% | |
| 885 | 1 | 0.7% | |
| 940 | 1 | 0.7% | |
| 970 | 1 | 0.7% | |
| 1050 | 1 | 0.7% |
| Value | Count | Frequency (%) | |
| 6690 | 1 | 0.7% | |
| 6245 | 1 | 0.7% | |
| 5930 | 1 | 0.7% | |
| 5535 | 1 | 0.7% | |
| 5460 | 1 | 0.7% |
| Distinct count | 129 |
|---|---|
| Unique (%) | 92.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3048.285714 |
|---|---|
| Minimum | 730 |
| Maximum | 8990 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 730 |
|---|---|
| 5-th percentile | 1273.5 |
| Q1 | 1876.25 |
| median | 2652.5 |
| Q3 | 3768.75 |
| 95-th percentile | 6050.75 |
| Maximum | 8990 |
| Range | 8260 |
| Interquartile range (IQR) | 1892.5 |
Descriptive statistics
| Standard deviation | 1579.021618 |
|---|---|
| Coefficient of variation (CV) | 0.5180031552 |
| Kurtosis | 1.299532337 |
| Mean | 3048.285714 |
| Median Absolute Deviation (MAD) | 1244.942857 |
| Skewness | 1.167086981 |
| Sum | 426760 |
| Variance | 2493309.27 |
| Value | Count | Frequency (%) | |
| 5250 | 2 | 1.4% | |
| 2705 | 2 | 1.4% | |
| 4165 | 2 | 1.4% | |
| 1785 | 2 | 1.4% | |
| 2015 | 2 | 1.4% | |
| 2550 | 2 | 1.4% | |
| 2695 | 2 | 1.4% | |
| 2160 | 2 | 1.4% | |
| 1865 | 2 | 1.4% | |
| 1325 | 2 | 1.4% | |
| Other values (119) | 120 | 85.7% |
| Value | Count | Frequency (%) | |
| 730 | 1 | 0.7% | |
| 895 | 1 | 0.7% | |
| 965 | 1 | 0.7% | |
| 1025 | 1 | 0.7% | |
| 1095 | 1 | 0.7% |
| Value | Count | Frequency (%) | |
| 8990 | 1 | 0.7% | |
| 8010 | 1 | 0.7% | |
| 7405 | 1 | 0.7% | |
| 6975 | 1 | 0.7% | |
| 6625 | 1 | 0.7% |
15|Older Seniors (85+ years)
Real number (ℝ≥0)
| Distinct count | 93 |
|---|---|
| Unique (%) | 66.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 471.0357143 |
|---|---|
| Minimum | 50 |
| Maximum | 1640 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 50 |
|---|---|
| 5-th percentile | 140 |
| Q1 | 258.75 |
| median | 367.5 |
| Q3 | 656.25 |
| 95-th percentile | 957.25 |
| Maximum | 1640 |
| Range | 1590 |
| Interquartile range (IQR) | 397.5 |
Descriptive statistics
| Standard deviation | 297.9634088 |
|---|---|
| Coefficient of variation (CV) | 0.6325707366 |
| Kurtosis | 1.726521946 |
| Mean | 471.0357143 |
| Median Absolute Deviation (MAD) | 238.3857143 |
| Skewness | 1.243586523 |
| Sum | 65945 |
| Variance | 88782.19296 |
| Value | Count | Frequency (%) | |
| 140 | 5 | 3.6% | |
| 255 | 3 | 2.1% | |
| 195 | 3 | 2.1% | |
| 265 | 3 | 2.1% | |
| 300 | 3 | 2.1% | |
| 325 | 3 | 2.1% | |
| 330 | 3 | 2.1% | |
| 365 | 3 | 2.1% | |
| 400 | 3 | 2.1% | |
| 260 | 3 | 2.1% | |
| Other values (83) | 108 | 77.1% |
| Value | Count | Frequency (%) | |
| 50 | 1 | 0.7% | |
| 95 | 1 | 0.7% | |
| 115 | 1 | 0.7% | |
| 125 | 1 | 0.7% | |
| 135 | 1 | 0.7% |
| Value | Count | Frequency (%) | |
| 1640 | 1 | 0.7% | |
| 1480 | 1 | 0.7% | |
| 1345 | 1 | 0.7% | |
| 1220 | 1 | 0.7% | |
| 1130 | 1 | 0.7% |
1055|Total - Household after-tax income groups in 2015 for private households - 100% data
Real number (ℝ≥0)
HIGH CORRELATION| Distinct count | 138 |
|---|---|
| Unique (%) | 98.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7949.392857 |
|---|---|
| Minimum | 2650 |
| Maximum | 40765 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 2650 |
|---|---|
| 5-th percentile | 3447.25 |
| Q1 | 5142.5 |
| median | 6567.5 |
| Q3 | 9532.5 |
| 95-th percentile | 17513.5 |
| Maximum | 40765 |
| Range | 38115 |
| Interquartile range (IQR) | 4390 |
Descriptive statistics
| Standard deviation | 4795.355722 |
|---|---|
| Coefficient of variation (CV) | 0.6032354682 |
| Kurtosis | 15.53209871 |
| Mean | 7949.392857 |
| Median Absolute Deviation (MAD) | 3221.219388 |
| Skewness | 3.014411638 |
| Sum | 1112915 |
| Variance | 22995436.5 |
| Value | Count | Frequency (%) | |
| 5440 | 2 | 1.4% | |
| 9190 | 2 | 1.4% | |
| 2650 | 1 | 0.7% | |
| 4950 | 1 | 0.7% | |
| 3925 | 1 | 0.7% | |
| 9930 | 1 | 0.7% | |
| 10065 | 1 | 0.7% | |
| 6480 | 1 | 0.7% | |
| 5455 | 1 | 0.7% | |
| 15320 | 1 | 0.7% | |
| Other values (128) | 128 | 91.4% |
| Value | Count | Frequency (%) | |
| 2650 | 1 | 0.7% | |
| 3120 | 1 | 0.7% | |
| 3125 | 1 | 0.7% | |
| 3215 | 1 | 0.7% | |
| 3240 | 1 | 0.7% |
| Value | Count | Frequency (%) | |
| 40765 | 1 | 0.7% | |
| 22305 | 1 | 0.7% | |
| 19690 | 1 | 0.7% | |
| 19330 | 1 | 0.7% | |
| 18780 | 1 | 0.7% |
1071| $100,000 and over
Real number (ℝ≥0)
| Distinct count | 122 |
|---|---|
| Unique (%) | 87.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1881.571429 |
|---|---|
| Minimum | 300 |
| Maximum | 10415 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 300 |
|---|---|
| 5-th percentile | 550 |
| Q1 | 998.75 |
| median | 1630 |
| Q3 | 2250 |
| 95-th percentile | 4233 |
| Maximum | 10415 |
| Range | 10115 |
| Interquartile range (IQR) | 1251.25 |
Descriptive statistics
| Standard deviation | 1264.534647 |
|---|---|
| Coefficient of variation (CV) | 0.6720630572 |
| Kurtosis | 14.15939248 |
| Mean | 1881.571429 |
| Median Absolute Deviation (MAD) | 865.144898 |
| Skewness | 2.748219876 |
| Sum | 263420 |
| Variance | 1599047.873 |
| Value | Count | Frequency (%) | |
| 1470 | 3 | 2.1% | |
| 1585 | 3 | 2.1% | |
| 905 | 3 | 2.1% | |
| 1745 | 3 | 2.1% | |
| 625 | 2 | 1.4% | |
| 2120 | 2 | 1.4% | |
| 980 | 2 | 1.4% | |
| 1000 | 2 | 1.4% | |
| 745 | 2 | 1.4% | |
| 550 | 2 | 1.4% | |
| Other values (112) | 116 | 82.9% |
| Value | Count | Frequency (%) | |
| 300 | 1 | 0.7% | |
| 410 | 1 | 0.7% | |
| 510 | 1 | 0.7% | |
| 515 | 2 | 1.4% | |
| 540 | 1 | 0.7% |
| Value | Count | Frequency (%) | |
| 10415 | 1 | 0.7% | |
| 4830 | 1 | 0.7% | |
| 4755 | 1 | 0.7% | |
| 4705 | 1 | 0.7% | |
| 4625 | 1 | 0.7% |
1973|Total - Commuting duration for the employed labour force aged 15 years and over in private households with a usual place of work or no fixed workplace address - 25% sample data
Real number (ℝ≥0)
HIGH CORRELATION| Distinct count | 134 |
|---|---|
| Unique (%) | 95.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8936.071429 |
|---|---|
| Minimum | 2655 |
| Maximum | 43785 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 2655 |
|---|---|
| 5-th percentile | 3848.75 |
| Q1 | 5836.25 |
| median | 7437.5 |
| Q3 | 10652.5 |
| 95-th percentile | 19096.75 |
| Maximum | 43785 |
| Range | 41130 |
| Interquartile range (IQR) | 4816.25 |
Descriptive statistics
| Standard deviation | 5226.734051 |
|---|---|
| Coefficient of variation (CV) | 0.5849028953 |
| Kurtosis | 13.80403027 |
| Mean | 8936.071429 |
| Median Absolute Deviation (MAD) | 3568.27551 |
| Skewness | 2.827881492 |
| Sum | 1251050 |
| Variance | 27318748.84 |
| Value | Count | Frequency (%) | |
| 7580 | 2 | 1.4% | |
| 9365 | 2 | 1.4% | |
| 4805 | 2 | 1.4% | |
| 8075 | 2 | 1.4% | |
| 7260 | 2 | 1.4% | |
| 6795 | 2 | 1.4% | |
| 4095 | 1 | 0.7% | |
| 19090 | 1 | 0.7% | |
| 11355 | 1 | 0.7% | |
| 5720 | 1 | 0.7% | |
| Other values (124) | 124 | 88.6% |
| Value | Count | Frequency (%) | |
| 2655 | 1 | 0.7% | |
| 3225 | 1 | 0.7% | |
| 3375 | 1 | 0.7% | |
| 3465 | 1 | 0.7% | |
| 3500 | 1 | 0.7% |
| Value | Count | Frequency (%) | |
| 43785 | 1 | 0.7% | |
| 22060 | 1 | 0.7% | |
| 21795 | 1 | 0.7% | |
| 21595 | 1 | 0.7% | |
| 21500 | 1 | 0.7% |
| Distinct count | 108 |
|---|---|
| Unique (%) | 77.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1091.285714 |
|---|---|
| Minimum | 255 |
| Maximum | 9230 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 255 |
|---|---|
| 5-th percentile | 369.75 |
| Q1 | 653.75 |
| median | 847.5 |
| Q3 | 1301.25 |
| 95-th percentile | 2360.75 |
| Maximum | 9230 |
| Range | 8975 |
| Interquartile range (IQR) | 647.5 |
Descriptive statistics
| Standard deviation | 922.6489413 |
|---|---|
| Coefficient of variation (CV) | 0.8454696412 |
| Kurtosis | 43.53039805 |
| Mean | 1091.285714 |
| Median Absolute Deviation (MAD) | 528.6183673 |
| Skewness | 5.40034264 |
| Sum | 152780 |
| Variance | 851281.0689 |
| Value | Count | Frequency (%) | |
| 530 | 4 | 2.9% | |
| 1210 | 4 | 2.9% | |
| 770 | 3 | 2.1% | |
| 415 | 3 | 2.1% | |
| 655 | 3 | 2.1% | |
| 765 | 2 | 1.4% | |
| 345 | 2 | 1.4% | |
| 900 | 2 | 1.4% | |
| 850 | 2 | 1.4% | |
| 1550 | 2 | 1.4% | |
| Other values (98) | 113 | 80.7% |
| Value | Count | Frequency (%) | |
| 255 | 1 | 0.7% | |
| 285 | 1 | 0.7% | |
| 340 | 1 | 0.7% | |
| 345 | 2 | 1.4% | |
| 360 | 1 | 0.7% |
| Value | Count | Frequency (%) | |
| 9230 | 1 | 0.7% | |
| 3740 | 1 | 0.7% | |
| 3175 | 1 | 0.7% | |
| 2740 | 1 | 0.7% | |
| 2695 | 1 | 0.7% |
| Distinct count | 125 |
|---|---|
| Unique (%) | 89.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2532.571429 |
|---|---|
| Minimum | 545 |
| Maximum | 18250 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 545 |
|---|---|
| 5-th percentile | 964.25 |
| Q1 | 1507.5 |
| median | 2012.5 |
| Q3 | 3028.75 |
| 95-th percentile | 5336.25 |
| Maximum | 18250 |
| Range | 17705 |
| Interquartile range (IQR) | 1521.25 |
Descriptive statistics
| Standard deviation | 1874.130636 |
|---|---|
| Coefficient of variation (CV) | 0.7400109688 |
| Kurtosis | 35.29370353 |
| Mean | 2532.571429 |
| Median Absolute Deviation (MAD) | 1128.734694 |
| Skewness | 4.725333153 |
| Sum | 354560 |
| Variance | 3512365.642 |
| Value | Count | Frequency (%) | |
| 1500 | 2 | 1.4% | |
| 1520 | 2 | 1.4% | |
| 1560 | 2 | 1.4% | |
| 1750 | 2 | 1.4% | |
| 3165 | 2 | 1.4% | |
| 2020 | 2 | 1.4% | |
| 1350 | 2 | 1.4% | |
| 2340 | 2 | 1.4% | |
| 4135 | 2 | 1.4% | |
| 2265 | 2 | 1.4% | |
| Other values (115) | 120 | 85.7% |
| Value | Count | Frequency (%) | |
| 545 | 1 | 0.7% | |
| 770 | 1 | 0.7% | |
| 860 | 1 | 0.7% | |
| 865 | 1 | 0.7% | |
| 900 | 1 | 0.7% |
| Value | Count | Frequency (%) | |
| 18250 | 1 | 0.7% | |
| 7395 | 1 | 0.7% | |
| 7310 | 1 | 0.7% | |
| 6260 | 1 | 0.7% | |
| 5935 | 1 | 0.7% |
| Distinct count | 120 |
|---|---|
| Unique (%) | 85.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2566.142857 |
|---|---|
| Minimum | 785 |
| Maximum | 9955 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 785 |
|---|---|
| 5-th percentile | 1167.25 |
| Q1 | 1630 |
| median | 2220 |
| Q3 | 2996.25 |
| 95-th percentile | 5297 |
| Maximum | 9955 |
| Range | 9170 |
| Interquartile range (IQR) | 1366.25 |
Descriptive statistics
| Standard deviation | 1405.353247 |
|---|---|
| Coefficient of variation (CV) | 0.5476519919 |
| Kurtosis | 6.340905787 |
| Mean | 2566.142857 |
| Median Absolute Deviation (MAD) | 976.3326531 |
| Skewness | 2.104785853 |
| Sum | 359260 |
| Variance | 1975017.749 |
| Value | Count | Frequency (%) | |
| 3000 | 3 | 2.1% | |
| 1215 | 3 | 2.1% | |
| 2200 | 2 | 1.4% | |
| 2195 | 2 | 1.4% | |
| 1205 | 2 | 1.4% | |
| 2215 | 2 | 1.4% | |
| 1865 | 2 | 1.4% | |
| 2610 | 2 | 1.4% | |
| 1840 | 2 | 1.4% | |
| 2255 | 2 | 1.4% | |
| Other values (110) | 118 | 84.3% |
| Value | Count | Frequency (%) | |
| 785 | 1 | 0.7% | |
| 955 | 1 | 0.7% | |
| 965 | 1 | 0.7% | |
| 1000 | 1 | 0.7% | |
| 1075 | 1 | 0.7% |
| Value | Count | Frequency (%) | |
| 9955 | 1 | 0.7% | |
| 7290 | 1 | 0.7% | |
| 7030 | 1 | 0.7% | |
| 6665 | 1 | 0.7% | |
| 6380 | 1 | 0.7% |
1977| 45 to 59 minutes
Real number (ℝ≥0)
| Distinct count | 115 |
|---|---|
| Unique (%) | 82.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1297.464286 |
|---|---|
| Minimum | 320 |
| Maximum | 4265 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 320 |
|---|---|
| 5-th percentile | 494.5 |
| Q1 | 785 |
| median | 1107.5 |
| Q3 | 1615 |
| 95-th percentile | 2667 |
| Maximum | 4265 |
| Range | 3945 |
| Interquartile range (IQR) | 830 |
Descriptive statistics
| Standard deviation | 730.9374823 |
|---|---|
| Coefficient of variation (CV) | 0.5633584603 |
| Kurtosis | 3.147362776 |
| Mean | 1297.464286 |
| Median Absolute Deviation (MAD) | 545.7408163 |
| Skewness | 1.577767996 |
| Sum | 181645 |
| Variance | 534269.603 |
| Value | Count | Frequency (%) | |
| 915 | 4 | 2.9% | |
| 1410 | 3 | 2.1% | |
| 1240 | 3 | 2.1% | |
| 630 | 3 | 2.1% | |
| 1170 | 3 | 2.1% | |
| 1615 | 3 | 2.1% | |
| 1100 | 3 | 2.1% | |
| 1000 | 3 | 2.1% | |
| 875 | 2 | 1.4% | |
| 675 | 2 | 1.4% | |
| Other values (105) | 111 | 79.3% |
| Value | Count | Frequency (%) | |
| 320 | 1 | 0.7% | |
| 340 | 1 | 0.7% | |
| 435 | 1 | 0.7% | |
| 440 | 1 | 0.7% | |
| 460 | 1 | 0.7% |
| Value | Count | Frequency (%) | |
| 4265 | 1 | 0.7% | |
| 4175 | 1 | 0.7% | |
| 3335 | 1 | 0.7% | |
| 3320 | 1 | 0.7% | |
| 3185 | 1 | 0.7% |
1978| 60 minutes and over
Real number (ℝ≥0)
| Distinct count | 122 |
|---|---|
| Unique (%) | 87.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1448.571429 |
|---|---|
| Minimum | 190 |
| Maximum | 5530 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 1.2 KiB |
Quantile statistics
| Minimum | 190 |
|---|---|
| 5-th percentile | 368.25 |
| Q1 | 775 |
| median | 1182.5 |
| Q3 | 1752.5 |
| 95-th percentile | 3137.25 |
| Maximum | 5530 |
| Range | 5340 |
| Interquartile range (IQR) | 977.5 |
Descriptive statistics
| Standard deviation | 998.310855 |
|---|---|
| Coefficient of variation (CV) | 0.6891692293 |
| Kurtosis | 3.782290718 |
| Mean | 1448.571429 |
| Median Absolute Deviation (MAD) | 735.6428571 |
| Skewness | 1.695676593 |
| Sum | 202800 |
| Variance | 996624.5632 |
| Value | Count | Frequency (%) | |
| 775 | 2 | 1.4% | |
| 1290 | 2 | 1.4% | |
| 1675 | 2 | 1.4% | |
| 855 | 2 | 1.4% | |
| 1565 | 2 | 1.4% | |
| 615 | 2 | 1.4% | |
| 1680 | 2 | 1.4% | |
| 895 | 2 | 1.4% | |
| 505 | 2 | 1.4% | |
| 740 | 2 | 1.4% | |
| Other values (112) | 120 | 85.7% |
| Value | Count | Frequency (%) | |
| 190 | 1 | 0.7% | |
| 220 | 1 | 0.7% | |
| 260 | 1 | 0.7% | |
| 295 | 1 | 0.7% | |
| 310 | 1 | 0.7% |
| Value | Count | Frequency (%) | |
| 5530 | 1 | 0.7% | |
| 5320 | 1 | 0.7% | |
| 5300 | 1 | 0.7% | |
| 4055 | 1 | 0.7% | |
| 3500 | 1 | 0.7% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
First rows
| Neighbourhood | 1|Neighbourhood Number | 3|Population, 2016 | 9|Land area in square kilometres | 10|Children (0-14 years) | 11|Youth (15-24 years) | 12|Working Age (25-54 years) | 13|Pre-retirement (55-64 years) | 14|Seniors (65+ years) | 15|Older Seniors (85+ years) | 1055|Total - Household after-tax income groups in 2015 for private households - 100% data | 1071| $100,000 and over | 1973|Total - Commuting duration for the employed labour force aged 15 years and over in private households with a usual place of work or no fixed workplace address - 25% sample data | 1974| Less than 15 minutes | 1975| 15 to 29 minutes | 1976| 30 to 44 minutes | 1977| 45 to 59 minutes | 1978| 60 minutes and over | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | West Humber-Clairville | 1 | 33312 | 29.81 | 5060 | 5445 | 13845 | 3990 | 4980 | 615 | 10290 | 2360 | 15570 | 2325 | 4650 | 3955 | 1615 | 3010 |
| 1 | Mount Olive-Silverstone-Jamestown | 2 | 32954 | 4.52 | 7090 | 5240 | 13615 | 3475 | 3560 | 300 | 9875 | 1205 | 12595 | 1425 | 3825 | 3265 | 1345 | 2730 |
| 2 | Thistletown-Beaumond Heights | 3 | 10360 | 3.31 | 1730 | 1410 | 4160 | 1195 | 1880 | 350 | 3280 | 725 | 4345 | 655 | 1315 | 1215 | 485 | 685 |
| 3 | Rexdale-Kipling | 4 | 10529 | 2.49 | 1640 | 1355 | 4300 | 1520 | 1730 | 300 | 3845 | 750 | 4735 | 680 | 1500 | 1115 | 560 | 875 |
| 4 | Elms-Old Rexdale | 5 | 9456 | 2.86 | 1805 | 1440 | 3700 | 1255 | 1275 | 145 | 3215 | 515 | 4040 | 365 | 1325 | 965 | 540 | 845 |
| 5 | Kingsview Village-The Westway | 6 | 22000 | 5.05 | 4240 | 3020 | 8635 | 2550 | 3585 | 575 | 7775 | 1405 | 8825 | 1225 | 2815 | 2155 | 970 | 1675 |
| 6 | Willowridge-Martingrove-Richview | 7 | 22156 | 5.53 | 3555 | 2625 | 8140 | 2905 | 4905 | 885 | 8510 | 2245 | 9365 | 1155 | 3165 | 2320 | 1170 | 1545 |
| 7 | Humber Heights-Westmount | 8 | 10948 | 2.75 | 1450 | 1140 | 3790 | 1510 | 3045 | 950 | 4135 | 1000 | 4350 | 360 | 1405 | 1260 | 595 | 740 |
| 8 | Edenbridge-Humber Valley | 9 | 15535 | 5.47 | 2120 | 1805 | 5940 | 2385 | 3290 | 665 | 6260 | 2120 | 7095 | 810 | 2000 | 2070 | 1195 | 1030 |
| 9 | Princess-Rosethorn | 10 | 11051 | 5.17 | 1770 | 1580 | 3825 | 1855 | 2025 | 325 | 3865 | 2165 | 4805 | 585 | 1560 | 1215 | 875 | 565 |
Last rows
| Neighbourhood | 1|Neighbourhood Number | 3|Population, 2016 | 9|Land area in square kilometres | 10|Children (0-14 years) | 11|Youth (15-24 years) | 12|Working Age (25-54 years) | 13|Pre-retirement (55-64 years) | 14|Seniors (65+ years) | 15|Older Seniors (85+ years) | 1055|Total - Household after-tax income groups in 2015 for private households - 100% data | 1071| $100,000 and over | 1973|Total - Commuting duration for the employed labour force aged 15 years and over in private households with a usual place of work or no fixed workplace address - 25% sample data | 1974| Less than 15 minutes | 1975| 15 to 29 minutes | 1976| 30 to 44 minutes | 1977| 45 to 59 minutes | 1978| 60 minutes and over | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 130 | Rouge | 131 | 46496 | 36.89 | 7960 | 6700 | 18510 | 6690 | 6625 | 685 | 13395 | 4830 | 21500 | 2355 | 5120 | 5145 | 3335 | 5530 |
| 131 | Malvern | 132 | 43794 | 8.85 | 7910 | 6620 | 17865 | 5535 | 5890 | 445 | 13430 | 2425 | 19225 | 2520 | 4485 | 4555 | 2360 | 5300 |
| 132 | Centennial Scarborough | 133 | 13362 | 5.39 | 2150 | 1850 | 5030 | 1955 | 2385 | 160 | 4375 | 2090 | 6170 | 670 | 1465 | 1410 | 925 | 1705 |
| 133 | Highland Creek | 134 | 12494 | 5.20 | 1545 | 1925 | 4620 | 2020 | 2395 | 190 | 3700 | 1585 | 5720 | 625 | 1460 | 1450 | 675 | 1510 |
| 134 | Morningside | 135 | 17455 | 5.74 | 2880 | 2690 | 6840 | 2355 | 2695 | 355 | 5885 | 1130 | 7450 | 765 | 1750 | 1840 | 1100 | 2010 |
| 135 | West Hill | 136 | 27392 | 9.59 | 4635 | 3950 | 10765 | 3785 | 4240 | 625 | 9985 | 1745 | 11050 | 1015 | 2455 | 2575 | 1740 | 3275 |
| 136 | Woburn | 137 | 53485 | 12.31 | 9625 | 7660 | 21945 | 6245 | 8010 | 1130 | 18430 | 2865 | 21595 | 2740 | 5360 | 5280 | 2895 | 5320 |
| 137 | Eglinton East | 138 | 22776 | 3.23 | 4180 | 3130 | 9180 | 2825 | 3505 | 560 | 7905 | 995 | 9275 | 940 | 1840 | 2300 | 1760 | 2435 |
| 138 | Scarborough Village | 139 | 16724 | 3.10 | 3365 | 2360 | 6685 | 2095 | 2225 | 430 | 5930 | 790 | 6245 | 610 | 1415 | 1430 | 1025 | 1775 |
| 139 | Guildwood | 140 | 9917 | 3.71 | 1295 | 1065 | 3370 | 1555 | 2635 | 540 | 3995 | 1320 | 4165 | 415 | 865 | 1095 | 675 | 1115 |